A Deep Guide to Text-Guided Open-Vocabulary Segmentation

Discover the power of text-guided open-vocabulary segmentation using large language models like GPT-4 & ChatGPT for automating image and video processing tasks.

Matt Payne

May 28, 2023

The Width.ai blog

Blueprints For Using Ai & ML In Your Business

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

Take a look at how Width.ai built 17 generative ai pipelines for use in the Keap.com marketing copy generation product

Matt Payne

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How to Use Recurrent Feature Reasoning for Image Inpainting

A deep look at how recurrent feature reasoning outperforms other image inpainting methods for difficult use cases and popular datasets.

Matt Payne

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See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

See a comparison of GPT-3 vs. GPT-J, a self-hosted, customizable, open-source transformer-based large language model you can use for your business workflows.

Karthik Shiraly

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SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

Discover how transformer networks are revolutionizing image and video segmentation, and get insights on modern semantic segmentation vs. instance segmentation.

Karthik Shiraly

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A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Discover how the state-of-the-art mask-aware transformer produces visually stunning and semantically meaningful images and how it stacks up against Stable Diffusion & DALL-E for large-hole inpainting

Matt Payne

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Building Production-Grade spaCy Text Classification Pipelines for Business Data

Unlock the full potential of spaCy with this guide to building production-grade text classification pipelines for business data.

Karthik Shiraly

January 29, 2023

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

We compare 12 AI text summarization models through a series of tests to see how BART text summarization holds up against GPT-3, PEGASUS, and more.

Karthik Shiraly

February 22, 2023

Building a Custom Intent Classification GPT-3 Model For Conversational Ai

Let’s take a look at what intent classification is in conversational ai and how you can build a GPT-3 intent classification model for conversational ai and chatbot pipelines.

Matt Payne

January 14, 2023

How Zero-shot Object Detection Changes Computer Vision Tasks in Business

Discover the capabilities of zero-shot object detection, which enables anyone to use a model out-of-the-box without any training and generate production-grade results.

Matt Payne

January 9, 2023

State of the Art for Facial Expression Recognition from Image Data | Techniques, Architectures and Marketing Use Case

What is facial expression recognition and what SOTA models are being used today in production

Matt Payne

December 22, 2022

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

A deep dive into how we reached SOTA accuracy in product similarity matching through a custom fine-tuning pipeline that refines the CLIP model for image similarity.

April 15, 2023

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Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

We’re going to look at how we built a state of the art NLP pipeline for blended summarization and NER to process master service agreements (MDAs) that vary the outputs based on the input document and what is deemed important information.

October 20, 2022

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A Deep Guide to Text-Guided Open-Vocabulary Segmentation

Discover the power of text-guided open-vocabulary segmentation using large language models like GPT-4 & ChatGPT for automating image and video processing tasks.

May 28

READ

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

Learn how CLIPSeg segmentation, in combination with GPT-4 and ChatGPT, can enable diverse applications from medical image diagnosis to remote sensing.

May 25

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NLP in Finance for Banking and Finance Professionals

Can GPT-4 make your life as a finance or banking employee easier? Learn how GPT-4 and NLP can be used in finance to increase revenues and streamline workflows.

Apr 21

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92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

A deep dive into how we reached SOTA accuracy in product similarity matching through a custom fine-tuning pipeline that refines the CLIP model for image similarity.

Apr 15

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In-demand GPT-4 and Openai NLP in Sales Use Cases

Boost your conversions and sales numbers with NLP in sales using OpenAI's GPT-3 and GPT-4. You can use chatbots to improve customer experience and loyalty.

Apr 13

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Mastering Opinion Summarization with GPT: Exploring Pipeline Methods, Evaluation Metrics, and Expert Insights

Explore the use of GPT for opinion summarization through innovative pipeline methods, evaluation metrics like ROUGE and BERTScore, and human evaluation insights. Dive into novel entailment-based evaluation tools for a comprehensive understanding of model performance in capturing diverse user opinions.

Apr 4

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Recent Blog Posts

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

May 28, 2023

Matt Payne

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

May 25, 2023

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92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

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Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

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Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

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Follow Width.ai

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A Deep Guide to Text-Guided Open-Vocabulary Segmentation

Blueprints For Using Ai & ML In Your Business

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Building Production-Grade spaCy Text Classification Pipelines for Business Data

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

Building a Custom Intent Classification GPT-3 Model For Conversational Ai

How Zero-shot Object Detection Changes Computer Vision Tasks in Business

State of the Art for Facial Expression Recognition from Image Data | Techniques, Architectures and Marketing Use Case

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

Let's Talk About Ai

Read Our Most Popular Case Studies

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

NLP in Finance for Banking and Finance Professionals

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

In-demand GPT-4 and Openai NLP in Sales Use Cases

Mastering Opinion Summarization with GPT: Exploring Pipeline Methods, Evaluation Metrics, and Expert Insights

Recent Blog Posts

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

NLP in Finance for Banking and Finance Professionals

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

In-demand GPT-4 and Openai NLP in Sales Use Cases

Mastering Opinion Summarization with GPT: Exploring Pipeline Methods, Evaluation Metrics, and Expert Insights

AI21 vs. GPT-3: Head-to-Head on Practical Language Tasks

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Follow Width.ai

Read Use Case Blueprints
That Outline Building
Ai Business Tools

Find Content By Tag

Everything ML

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

Blueprints For Using Ai & ML In Your Business

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Building Production-Grade spaCy Text Classification Pipelines for Business Data

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

Building a Custom Intent Classification GPT-3 Model For Conversational Ai

How Zero-shot Object Detection Changes Computer Vision Tasks in Business

State of the Art for Facial Expression Recognition from Image Data | Techniques, Architectures and Marketing Use Case

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

Let's Talk About Ai

Read Our Most Popular Case Studies

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

NLP in Finance for Banking and Finance Professionals

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

In-demand GPT-4 and Openai NLP in Sales Use Cases

Mastering Opinion Summarization with GPT: Exploring Pipeline Methods, Evaluation Metrics, and Expert Insights

Recent Blog Posts

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

NLP in Finance for Banking and Finance Professionals

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

In-demand GPT-4 and Openai NLP in Sales Use Cases

Mastering Opinion Summarization with GPT: Exploring Pipeline Methods, Evaluation Metrics, and Expert Insights

AI21 vs. GPT-3: Head-to-Head on Practical Language Tasks

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Follow Width.ai

Read Use Case BlueprintsThat Outline Building Ai Business Tools

Find Content By Tag

Everything ML

Read Use Case Blueprints
That Outline Building
Ai Business Tools